Pandas Profiling Report: other

Dataset statistics

Number of variables	29
Number of observations	45
Missing cells	10
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.3 KiB
Average record size in memory	234.8 B

Variable types

NUM	25
CAT	3
BOOL	1

Reproduction

Analysis started	2020-05-18 11:54:06.847417
Analysis finished	2020-05-18 11:55:43.633652
Duration	1 minute and 36.79 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`Anteil Bruttoarbeitsentgelt über 5.000` is highly correlated with `Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000` and 1 other fields	High correlation
`Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000` is highly correlated with `Anteil Bruttoarbeitsentgelt über 5.000` and 3 other fields	High correlation
`Median Bruttoarbeitsentgelte` is highly correlated with `Anteil Bruttoarbeitsentgelt bis 2.000` and 2 other fields	High correlation
`Anteil Bruttoarbeitsentgelt bis 2.000` is highly correlated with `Median Bruttoarbeitsentgelte`	High correlation
`Anteil darunter Wähler mit Wahlschein` is highly correlated with `Anteil Wahlberechtigte ohne Sperrvermerk`	High correlation
`Anteil Wahlberechtigte ohne Sperrvermerk` is highly correlated with `Anteil darunter Wähler mit Wahlschein`	High correlation
`Anteil SPD` is highly correlated with `Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000` and 1 other fields	High correlation
`Anteil DIE LINKE` is highly correlated with `Anteil CDU`	High correlation
`Anteil CDU` is highly correlated with `Anteil DIE LINKE`	High correlation
`Anteil FDP` is highly correlated with `Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000` and 1 other fields	High correlation
`Anteil DKP` is highly correlated with `Stadtteil`	High correlation
`Stadtteil` is highly correlated with `Anteil DKP`	High correlation
`Anteil Bruttoarbeitsentgelt bis 2.000` has 2 (4.4%) missing values	Missing
`Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000` has 2 (4.4%) missing values	Missing
`Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000` has 2 (4.4%) missing values	Missing
`Anteil Bruttoarbeitsentgelt über 5.000` has 2 (4.4%) missing values	Missing
`Median Bruttoarbeitsentgelte` has 2 (4.4%) missing values	Missing
`Stadtteil` has unique values	Unique
`Anteil NPD` has 2 (4.4%) zeros	Zeros
`Anteil BGE` has 1 (2.2%) zeros	Zeros
`Anteil DM` has 1 (2.2%) zeros	Zeros
`Anteil ÖDP` has 1 (2.2%) zeros	Zeros

Stadtteil
Categorical

HIGH CORRELATION
UNIQUE

Distinct count	45
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	360.0 B

Berkersheim	1
Bockenheim	1
Nieder-Eschbach	1
Unterliederbach	1
Nieder-Erlenbach	1
Other values (40)	40

Common Values
Length

Value	Count	Frequency (%)
Berkersheim	1	2.2%
Bockenheim	1	2.2%
Nieder-Eschbach	1	2.2%
Unterliederbach	1	2.2%
Nieder-Erlenbach	1	2.2%
Oberrad	1	2.2%
Niederursel	1	2.2%
Ginnheim	1	2.2%
Preungesheim	1	2.2%
Sachsenhausen-Süd	1	2.2%
Other values (35)	35	77.8%

Length

Max length	18
Median length	10
Mean length	10.48888889
Min length	4

Anteil Bruttoarbeitsentgelt bis 2.000
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	43
Unique (%)	100.0%
Missing	2
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.22166440166204265
Minimum	0.08549618320610687
Maximum	0.3508771929824561
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.08549618321
5-th percentile	0.1374237723
Q1	0.1758260581
median	0.2335403727
Q3	0.2547096701
95-th percentile	0.3233597481
Maximum	0.350877193
Range	0.2653810098
Interquartile range (IQR)	0.07888361207

Descriptive statistics

Standard deviation	0.06003288429
Coefficient of variation (CV)	0.2708278093
Kurtosis	-0.2392832072
Mean	0.2216644017
Median Absolute Deviation (MAD)	0.04716638139
Skewness	0.04041504126
Sum	9.531569271
Variance	0.003603947197

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2343490305	1	2.2%
0.2171357872	1	2.2%
0.2421085859	1	2.2%
0.3242526874	1	2.2%
0.2372413793	1	2.2%
0.171454219	1	2.2%
0.350877193	1	2.2%
0.178119349	1	2.2%
0.2253491325	1	2.2%
0.2170068027	1	2.2%
Other values (33)	33	73.3%
(Missing)	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.08549618321	1	2.2%
0.1211296359	1	2.2%
0.1366812744	1	2.2%
0.1441062535	1	2.2%
0.1454475309	1	2.2%

Value	Count	Frequency (%)
0.350877193	1	2.2%
0.3408281806	1	2.2%
0.3242526874	1	2.2%
0.315323295	1	2.2%
0.2922732363	1	2.2%

Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	43
Unique (%)	100.0%
Missing	2
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.43816159579441155
Minimum	0.2385496183206107
Maximum	0.525243578387954
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.2385496183
5-th percentile	0.3491913113
Q1	0.3986206574
median	0.4569238901
Q3	0.4826206897
95-th percentile	0.498340812
Maximum	0.5252435784
Range	0.2866939601
Interquartile range (IQR)	0.08400003227

Descriptive statistics

Standard deviation	0.05965179134
Coefficient of variation (CV)	0.1361410765
Kurtosis	1.664973103
Mean	0.4381615958
Median Absolute Deviation (MAD)	0.03269589067
Skewness	-1.23434456
Sum	18.84094862
Variance	0.00355833621

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4731301939	1	2.2%
0.4887854422	1	2.2%
0.4673873874	1	2.2%
0.432444544	1	2.2%
0.3768907563	1	2.2%
0.4432415713	1	2.2%
0.4824827586	1	2.2%
0.4637019585	1	2.2%
0.3491512346	1	2.2%
0.4896197807	1	2.2%
Other values (33)	33	73.3%
(Missing)	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2385496183	1	2.2%
0.3099224173	1	2.2%
0.3491512346	1	2.2%
0.3495520018	1	2.2%
0.3567238517	1	2.2%

Value	Count	Frequency (%)
0.5252435784	1	2.2%
0.4990323472	1	2.2%
0.4983513895	1	2.2%
0.498245614	1	2.2%
0.4929980904	1	2.2%

Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000
Real number (ℝ_≥0)

MISSING

Distinct count	43
Unique (%)	100.0%
Missing	2
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.12829313979905974
Minimum	0.08125577100646353
Maximum	0.16344901101504206
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.08125577101
5-th percentile	0.09906790614
Q1	0.116307847
median	0.1287981859
Q3	0.1435538893
95-th percentile	0.1576699534
Maximum	0.163449011
Range	0.08219324001
Interquartile range (IQR)	0.02724604226

Descriptive statistics

Standard deviation	0.020058497
Coefficient of variation (CV)	0.1563489445
Kurtosis	-0.3523809653
Mean	0.1282931398
Median Absolute Deviation (MAD)	0.01298585162
Skewness	-0.3771460279
Sum	5.516605011
Variance	0.0004023433019

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1498643761	1	2.2%
0.1492176568	1	2.2%
0.1158459596	1	2.2%
0.1063829787	1	2.2%
0.1240334055	1	2.2%
0.0989544986	1	2.2%
0.1172268908	1	2.2%
0.1040182388	1	2.2%
0.1276495525	1	2.2%
0.1391221374	1	2.2%
Other values (33)	33	73.3%
(Missing)	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.08125577101	1	2.2%
0.08244332022	1	2.2%
0.0989544986	1	2.2%
0.100088574	1	2.2%
0.1040182388	1	2.2%

Value	Count	Frequency (%)
0.163449011	1	2.2%
0.1582170806	1	2.2%
0.1581790123	1	2.2%
0.1530884228	1	2.2%
0.1524324324	1	2.2%

Anteil Bruttoarbeitsentgelt über 5.000
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	43
Unique (%)	100.0%
Missing	2
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%

Mean	0.21188086274448617
Minimum	0.05934455270150576
Maximum	0.5368320610687023
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.0593445527
5-th percentile	0.08531350606
Q1	0.147753115
median	0.1924336122
Q3	0.2522448873
95-th percentile	0.3693757688
Maximum	0.5368320611
Range	0.4774875084
Interquartile range (IQR)	0.1044917722

Descriptive statistics

Standard deviation	0.09642497791
Coefficient of variation (CV)	0.4550905479
Kurtosis	1.76198639
Mean	0.2118808627
Median Absolute Deviation (MAD)	0.0508119906
Skewness	1.095625023
Sum	9.110877098
Variance	0.009297776366

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2402707276	1	2.2%
0.1931740614	1	2.2%
0.1097594692	1	2.2%
0.1301609517	1	2.2%
0.177589852	1	2.2%
0.2413174994	1	2.2%
0.1758434118	1	2.2%
0.5368320611	1	2.2%
0.256302521	1	2.2%
0.3152907734	1	2.2%
Other values (33)	33	73.3%
(Missing)	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0593445527	1	2.2%
0.08310249307	1	2.2%
0.08469177441	1	2.2%
0.09090909091	1	2.2%
0.1097594692	1	2.2%

Value	Count	Frequency (%)
0.5368320611	1	2.2%
0.3879134341	1	2.2%
0.3711012816	1	2.2%
0.3538461538	1	2.2%
0.3472222222	1	2.2%

Median Bruttoarbeitsentgelte
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct count	43
Unique (%)	100.0%
Missing	2
Missing (%)	4.4%
Infinite	0
Infinite (%)	0.0%

Mean	3251.0697674418607
Minimum	2453.0
Maximum	5247.0
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	2453
5-th percentile	2553.4
Q1	2941.5
median	3099
Q3	3445
95-th percentile	4157.5
Maximum	5247
Range	2794
Interquartile range (IQR)	503.5

Descriptive statistics

Standard deviation	545.1669205
Coefficient of variation (CV)	0.1676884716
Kurtosis	3.038683202
Mean	3251.069767
Median Absolute Deviation (MAD)	248
Skewness	1.402134588
Sum	139796
Variance	297206.9712

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3347	1	2.2%
2466	1	2.2%
2546	1	2.2%
3208	1	2.2%
2868	1	2.2%
3426	1	2.2%
3582	1	2.2%
2995	1	2.2%
3032	1	2.2%
3162	1	2.2%
Other values (33)	33	73.3%
(Missing)	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2453	1	2.2%
2466	1	2.2%
2546	1	2.2%
2620	1	2.2%
2732	1	2.2%

Value	Count	Frequency (%)
5247	1	2.2%
4236	1	2.2%
4172	1	2.2%
4027	1	2.2%
3996	1	2.2%

Stadtteilnummer
Real number (ℝ_≥0)

Distinct count	44
Unique (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.377777777777776
Minimum	1
Maximum	47
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	1
5-th percentile	4.2
Q1	12
median	25
Q3	36
95-th percentile	44.8
Maximum	47
Range	46
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	13.74655145
Coefficient of variation (CV)	0.5638968234
Kurtosis	-1.249193063
Mean	24.37777778
Median Absolute Deviation (MAD)	12
Skewness	-0.01994759078
Sum	1097
Variance	188.9676768

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
10	2	4.4%
47	1	2.2%
13	1	2.2%
22	1	2.2%
21	1	2.2%
20	1	2.2%
19	1	2.2%
18	1	2.2%
17	1	2.2%
16	1	2.2%
Other values (34)	34	75.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	2.2%
2	1	2.2%
4	1	2.2%
5	1	2.2%
6	1	2.2%

Value	Count	Frequency (%)
47	1	2.2%
46	1	2.2%
45	1	2.2%
44	1	2.2%
43	1	2.2%

Anteil Wahlberechtigte ohne Sperrvermerk
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	42
Unique (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	77.32666666666667
Minimum	62.8
Maximum	85.6
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	62.8
5-th percentile	68.32
Q1	73.2
median	78.3
Q3	81.7
95-th percentile	84.98
Maximum	85.6
Range	22.8
Interquartile range (IQR)	8.5

Descriptive statistics

Standard deviation	5.558098105
Coefficient of variation (CV)	0.07187815465
Kurtosis	-0.3885444763
Mean	77.32666667
Median Absolute Deviation (MAD)	4.1
Skewness	-0.4609516736
Sum	3479.7
Variance	30.89245455

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
73	2	4.4%
81.7	2	4.4%
78.3	2	4.4%
81	1	2.2%
62.8	1	2.2%
77.8	1	2.2%
76.4	1	2.2%
71.6	1	2.2%
83.2	1	2.2%
76.3	1	2.2%
Other values (32)	32	71.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
62.8	1	2.2%
67.3	1	2.2%
68.2	1	2.2%
68.8	1	2.2%
69.3	1	2.2%

Value	Count	Frequency (%)
85.6	1	2.2%
85.1	1	2.2%
85	1	2.2%
84.9	1	2.2%
84.7	1	2.2%

Anteil Wähler
Real number (ℝ_≥0)

Distinct count	42
Unique (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.91333333333333
Minimum	61.2
Maximum	85.0
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	61.2
5-th percentile	63.94
Q1	69.3
median	73.2
Q3	78.6
95-th percentile	84.58
Maximum	85
Range	23.8
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	6.308745733
Coefficient of variation (CV)	0.08535328403
Kurtosis	-0.6969086899
Mean	73.91333333
Median Absolute Deviation (MAD)	4.9
Skewness	-0.008379574061
Sum	3326.1
Variance	39.80027273

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
74.1	2	4.4%
69.6	2	4.4%
73.1	2	4.4%
84.1	1	2.2%
69.3	1	2.2%
78.9	1	2.2%
75.3	1	2.2%
77.9	1	2.2%
67.6	1	2.2%
84.7	1	2.2%
Other values (32)	32	71.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
61.2	1	2.2%
61.3	1	2.2%
63.3	1	2.2%
66.5	1	2.2%
66.6	1	2.2%

Value	Count	Frequency (%)
85	1	2.2%
84.8	1	2.2%
84.7	1	2.2%
84.1	1	2.2%
82.8	1	2.2%

Anteil darunter Wähler mit Wahlschein
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	41
Unique (%)	91.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.100000000000005
Minimum	20.2
Maximum	42.0
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	20.2
5-th percentile	20.84
Q1	24.9
median	27.9
Q3	34.4
95-th percentile	38.18
Maximum	42
Range	21.8
Interquartile range (IQR)	9.5

Descriptive statistics

Standard deviation	5.696131063
Coefficient of variation (CV)	0.1957433355
Kurtosis	-0.8126266292
Mean	29.1
Median Absolute Deviation (MAD)	3.9
Skewness	0.3842791235
Sum	1309.5
Variance	32.44590909

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
34.6	2	4.4%
34.4	2	4.4%
22.6	2	4.4%
25	2	4.4%
37.3	1	2.2%
29.8	1	2.2%
24.3	1	2.2%
20.2	1	2.2%
26.6	1	2.2%
29	1	2.2%
Other values (31)	31	68.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20.2	1	2.2%
20.6	1	2.2%
20.7	1	2.2%
21.4	1	2.2%
22.6	2	4.4%

Value	Count	Frequency (%)
42	1	2.2%
40	1	2.2%
38.4	1	2.2%
37.3	1	2.2%
37	1	2.2%

Anteil ungültige Stimmen
Real number (ℝ_≥0)

Distinct count	17
Unique (%)	37.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.1444444444444444
Minimum	0.4
Maximum	2.0
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.4
5-th percentile	0.52
Q1	0.8
median	1.2
Q3	1.4
95-th percentile	1.88
Maximum	2
Range	1.6
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.4361794645
Coefficient of variation (CV)	0.3811276874
Kurtosis	-0.9555890832
Mean	1.144444444
Median Absolute Deviation (MAD)	0.3
Skewness	0.1283742728
Sum	51.5
Variance	0.1902525253

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.4	7	15.6%
0.8	4	8.9%
0.6	4	8.9%
1.2	4	8.9%
1	4	8.9%
0.9	3	6.7%
1.5	3	6.7%
0.7	3	6.7%
0.4	2	4.4%
1.8	2	4.4%
Other values (7)	9	20.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4	2	4.4%
0.5	1	2.2%
0.6	4	8.9%
0.7	3	6.7%
0.8	4	8.9%

Value	Count	Frequency (%)
2	1	2.2%
1.9	2	4.4%
1.8	2	4.4%
1.7	1	2.2%
1.6	2	4.4%

Anteil CDU
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	39
Unique (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	26.742222222222225
Minimum	17.5
Maximum	36.1
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	17.5
5-th percentile	21.4
Q1	24.4
median	26.3
Q3	29.3
95-th percentile	33.2
Maximum	36.1
Range	18.6
Interquartile range (IQR)	4.9

Descriptive statistics

Standard deviation	3.771573634
Coefficient of variation (CV)	0.1410344138
Kurtosis	0.1909558899
Mean	26.74222222
Median Absolute Deviation (MAD)	2.4
Skewness	0.1122698614
Sum	1203.4
Variance	14.22476768

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
30.2	3	6.7%
26.1	2	4.4%
21.4	2	4.4%
24.4	2	4.4%
25.3	2	4.4%
23.6	1	2.2%
27.5	1	2.2%
24.5	1	2.2%
27.3	1	2.2%
17.5	1	2.2%
Other values (29)	29	64.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.5	1	2.2%
20.7	1	2.2%
21.4	2	4.4%
21.7	1	2.2%
22.2	1	2.2%

Value	Count	Frequency (%)
36.1	1	2.2%
33.9	1	2.2%
33.6	1	2.2%
31.6	1	2.2%
31.1	1	2.2%

Anteil SPD
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	35
Unique (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	20.804444444444446
Minimum	11.9
Maximum	29.6
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	11.9
5-th percentile	15.6
Q1	17.6
median	21.4
Q3	23.7
95-th percentile	25.6
Maximum	29.6
Range	17.7
Interquartile range (IQR)	6.1

Descriptive statistics

Standard deviation	3.687506891
Coefficient of variation (CV)	0.177246112
Kurtosis	-0.3360021964
Mean	20.80444444
Median Absolute Deviation (MAD)	2.7
Skewness	-0.1739916843
Sum	936.2
Variance	13.59770707

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
15.6	3	6.7%
17.6	2	4.4%
24.3	2	4.4%
24.1	2	4.4%
19.4	2	4.4%
25.6	2	4.4%
19	2	4.4%
23.2	2	4.4%
15.9	2	4.4%
29.6	1	2.2%
Other values (25)	25	55.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11.9	1	2.2%
15.3	1	2.2%
15.6	3	6.7%
15.9	2	4.4%
16.9	1	2.2%

Value	Count	Frequency (%)
29.6	1	2.2%
25.9	1	2.2%
25.6	2	4.4%
24.7	1	2.2%
24.5	1	2.2%

Anteil GRÜNE
Real number (ℝ_≥0)

Distinct count	39
Unique (%)	86.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.548888888888888
Minimum	7.8
Maximum	23.6
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	7.8
5-th percentile	8.24
Q1	11.7
median	13.3
Q3	15
95-th percentile	19.02
Maximum	23.6
Range	15.8
Interquartile range (IQR)	3.3

Descriptive statistics

Standard deviation	3.463551922
Coefficient of variation (CV)	0.2556336502
Kurtosis	0.4904555506
Mean	13.54888889
Median Absolute Deviation (MAD)	1.7
Skewness	0.6759699292
Sum	609.7
Variance	11.99619192

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
13.4	2	4.4%
12.8	2	4.4%
18.4	2	4.4%
13.6	2	4.4%
11.9	2	4.4%
8.1	2	4.4%
11.8	1	2.2%
8.8	1	2.2%
20.1	1	2.2%
13.3	1	2.2%
Other values (29)	29	64.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.8	1	2.2%
8.1	2	4.4%
8.8	1	2.2%
9.5	1	2.2%
9.6	1	2.2%

Value	Count	Frequency (%)
23.6	1	2.2%
20.1	1	2.2%
19.1	1	2.2%
18.7	1	2.2%
18.6	1	2.2%

Anteil DIE LINKE
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	38
Unique (%)	84.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.795555555555554
Minimum	6.7
Maximum	18.8
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	6.7
5-th percentile	7.42
Q1	9.7
median	11.5
Q3	13.7
95-th percentile	16.5
Maximum	18.8
Range	12.1
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.842130727
Coefficient of variation (CV)	0.2409492892
Kurtosis	-0.3102999169
Mean	11.79555556
Median Absolute Deviation (MAD)	2.1
Skewness	0.3323037741
Sum	530.8
Variance	8.077707071

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
12.6	3	6.7%
10.8	2	4.4%
14.1	2	4.4%
16.5	2	4.4%
13	2	4.4%
9.4	2	4.4%
9.7	1	2.2%
12.8	1	2.2%
11.3	1	2.2%
11.5	1	2.2%
Other values (28)	28	62.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.7	1	2.2%
7.2	1	2.2%
7.4	1	2.2%
7.5	1	2.2%
8.2	1	2.2%

Value	Count	Frequency (%)
18.8	1	2.2%
16.6	1	2.2%
16.5	2	4.4%
16.2	1	2.2%
16.1	1	2.2%

Anteil AfD
Real number (ℝ_≥0)

Distinct count	38
Unique (%)	84.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.395555555555555
Minimum	4.5
Maximum	14.5
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	4.5
5-th percentile	5.32
Q1	7.5
median	9.1
Q3	11.2
95-th percentile	13.6
Maximum	14.5
Range	10
Interquartile range (IQR)	3.7

Descriptive statistics

Standard deviation	2.647894151
Coefficient of variation (CV)	0.2818241173
Kurtosis	-0.878020326
Mean	9.395555556
Median Absolute Deviation (MAD)	2
Skewness	0.1474943828
Sum	422.8
Variance	7.011343434

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
11.6	2	4.4%
7.1	2	4.4%
7.5	2	4.4%
12.8	2	4.4%
8.7	2	4.4%
11.1	2	4.4%
13.6	2	4.4%
9.1	1	2.2%
10	1	2.2%
7.7	1	2.2%
Other values (28)	28	62.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.5	1	2.2%
5.1	1	2.2%
5.2	1	2.2%
5.8	1	2.2%
6	1	2.2%

Value	Count	Frequency (%)
14.5	1	2.2%
14.2	1	2.2%
13.6	2	4.4%
13.1	1	2.2%
12.8	2	4.4%

Anteil FDP
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	37
Unique (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.251111111111113
Minimum	5.5
Maximum	27.9
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	5.5
5-th percentile	8.92
Q1	10.4
median	12.6
Q3	15.2
95-th percentile	19.14
Maximum	27.9
Range	22.4
Interquartile range (IQR)	4.8

Descriptive statistics

Standard deviation	4.117789689
Coefficient of variation (CV)	0.3107505215
Kurtosis	2.493625554
Mean	13.25111111
Median Absolute Deviation (MAD)	2.5
Skewness	1.19522724
Sum	596.3
Variance	16.95619192

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
15.1	2	4.4%
16.8	2	4.4%
14.3	2	4.4%
10.1	2	4.4%
13.6	2	4.4%
10.7	2	4.4%
10.5	2	4.4%
13.1	2	4.4%
11.7	1	2.2%
15.6	1	2.2%
Other values (27)	27	60.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.5	1	2.2%
8.2	1	2.2%
8.9	1	2.2%
9	1	2.2%
9.1	1	2.2%

Value	Count	Frequency (%)
27.9	1	2.2%
22.2	1	2.2%
19.2	1	2.2%
18.9	1	2.2%
18.3	1	2.2%

Anteil PIRATEN
Real number (ℝ_≥0)

Distinct count	8
Unique (%)	17.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4822222222222223
Minimum	0.1
Maximum	0.8
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.1
5-th percentile	0.22
Q1	0.4
median	0.5
Q3	0.6
95-th percentile	0.7
Maximum	0.8
Range	0.7
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.1570884072
Coefficient of variation (CV)	0.3257593698
Kurtosis	0.3818589565
Mean	0.4822222222
Median Absolute Deviation (MAD)	0.1
Skewness	-0.2444373329
Sum	21.7
Variance	0.02467676768

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4	14	31.1%
0.5	10	22.2%
0.6	9	20.0%
0.7	4	8.9%
0.3	3	6.7%
0.1	2	4.4%
0.8	2	4.4%
0.2	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	2	4.4%
0.2	1	2.2%
0.3	3	6.7%
0.4	14	31.1%
0.5	10	22.2%

Value	Count	Frequency (%)
0.8	2	4.4%
0.7	4	8.9%
0.6	9	20.0%
0.5	10	22.2%
0.4	14	31.1%

Anteil NPD
Real number (ℝ_≥0)

ZEROS

Distinct count	7
Unique (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.21777777777777776
Minimum	0.0
Maximum	0.7
Zeros	2
Zeros (%)	4.4%
Memory size	360.0 B

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.3
95-th percentile	0.4
Maximum	0.7
Range	0.7
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.1369951706
Coefficient of variation (CV)	0.6290594568
Kurtosis	3.100752912
Mean	0.2177777778
Median Absolute Deviation (MAD)	0.1
Skewness	1.329381223
Sum	9.8
Variance	0.01876767677

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1	14	31.1%
0.3	13	28.9%
0.2	12	26.7%
0.4	2	4.4%
0	2	4.4%
0.6	1	2.2%
0.7	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	4.4%
0.1	14	31.1%
0.2	12	26.7%
0.3	13	28.9%
0.4	2	4.4%

Value	Count	Frequency (%)
0.7	1	2.2%
0.6	1	2.2%
0.4	2	4.4%
0.3	13	28.9%
0.2	12	26.7%

Anteil FREIE WÄHLER
Real number (ℝ_≥0)

Distinct count	9
Unique (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4933333333333333
Minimum	0.1
Maximum	0.9
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.1
5-th percentile	0.2
Q1	0.4
median	0.5
Q3	0.7
95-th percentile	0.88
Maximum	0.9
Range	0.8
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2240129866
Coefficient of variation (CV)	0.4540803783
Kurtosis	-0.8130456851
Mean	0.4933333333
Median Absolute Deviation (MAD)	0.2
Skewness	0.2521453014
Sum	22.2
Variance	0.05018181818

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4	11	24.4%
0.5	8	17.8%
0.8	6	13.3%
0.2	5	11.1%
0.3	4	8.9%
0.6	3	6.7%
0.9	3	6.7%
0.7	3	6.7%
0.1	2	4.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	2	4.4%
0.2	5	11.1%
0.3	4	8.9%
0.4	11	24.4%
0.5	8	17.8%

Value	Count	Frequency (%)
0.9	3	6.7%
0.8	6	13.3%
0.7	3	6.7%
0.6	3	6.7%
0.5	8	17.8%

Anteil Die PARTEI
Real number (ℝ_≥0)

Distinct count	14
Unique (%)	31.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.2422222222222223
Minimum	0.6
Maximum	2.1
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.6
5-th percentile	0.72
Q1	1
median	1.2
Q3	1.5
95-th percentile	1.9
Maximum	2.1
Range	1.5
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.3720269351
Coefficient of variation (CV)	0.2994850103
Kurtosis	-0.2936003682
Mean	1.242222222
Median Absolute Deviation (MAD)	0.2
Skewness	0.4601851865
Sum	55.9
Variance	0.1384040404

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.2	8	17.8%
1.4	6	13.3%
1	6	13.3%
0.9	4	8.9%
1.5	4	8.9%
1.1	3	6.7%
1.9	3	6.7%
0.8	3	6.7%
0.6	2	4.4%
1.6	2	4.4%
Other values (4)	4	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.6	2	4.4%
0.7	1	2.2%
0.8	3	6.7%
0.9	4	8.9%
1	6	13.3%

Value	Count	Frequency (%)
2.1	1	2.2%
2	1	2.2%
1.9	3	6.7%
1.7	1	2.2%
1.6	2	4.4%

Anteil BüSo
Boolean

Distinct count	2
Unique (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	360.0 B

0	44
0.1	1

Frequency Table

Value	Count	Frequency (%)
0	44	97.8%
0.1	1	2.2%

Anteil MLPD
Categorical

Distinct count	4
Unique (%)	8.9%
Missing	0
Missing (%)	0.0%
Memory size	360.0 B

0.1	24
0	15
0.2	4
0.3	2

Common Values
Length

Value	Count	Frequency (%)
0.1	24	53.3%
0	15	33.3%
0.2	4	8.9%
0.3	2	4.4%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Anteil BGE
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.23555555555555555
Minimum	0.0
Maximum	0.4
Zeros	1
Zeros (%)	2.2%
Memory size	360.0 B

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.2
median	0.2
Q3	0.3
95-th percentile	0.4
Maximum	0.4
Range	0.4
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.09084341062
Coefficient of variation (CV)	0.3856559885
Kurtosis	-0.02805212528
Mean	0.2355555556
Median Absolute Deviation (MAD)	0.1
Skewness	-0.2142933335
Sum	10.6
Variance	0.008252525253

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2	18	40.0%
0.3	16	35.6%
0.1	6	13.3%
0.4	4	8.9%
0	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	2.2%
0.1	6	13.3%
0.2	18	40.0%
0.3	16	35.6%
0.4	4	8.9%

Value	Count	Frequency (%)
0.4	4	8.9%
0.3	16	35.6%
0.2	18	40.0%
0.1	6	13.3%
0	1	2.2%

Anteil DKP
Categorical

HIGH CORRELATION

Distinct count	3
Unique (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	360.0 B

0	26
0.1	18
0.2	1

Common Values
Length

Value	Count	Frequency (%)
0	26	57.8%
0.1	18	40.0%
0.2	1	2.2%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Anteil DM
Real number (ℝ_≥0)

ZEROS

Distinct count	7
Unique (%)	15.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.19777777777777772
Minimum	0.0
Maximum	0.6
Zeros	1
Zeros (%)	2.2%
Memory size	360.0 B

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.2
95-th percentile	0.4
Maximum	0.6
Range	0.6
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.1215223303
Coefficient of variation (CV)	0.6144387488
Kurtosis	1.9637209
Mean	0.1977777778
Median Absolute Deviation (MAD)	0.1
Skewness	1.316478606
Sum	8.9
Variance	0.01476767677

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1	18	40.0%
0.2	15	33.3%
0.3	6	13.3%
0.4	3	6.7%
0.6	1	2.2%
0.5	1	2.2%
0	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	2.2%
0.1	18	40.0%
0.2	15	33.3%
0.3	6	13.3%
0.4	3	6.7%

Value	Count	Frequency (%)
0.6	1	2.2%
0.5	1	2.2%
0.4	3	6.7%
0.3	6	13.3%
0.2	15	33.3%

Anteil ÖDP
Real number (ℝ_≥0)

ZEROS

Distinct count	5
Unique (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.18888888888888886
Minimum	0.0
Maximum	0.4
Zeros	1
Zeros (%)	2.2%
Memory size	360.0 B

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.2
95-th percentile	0.3
Maximum	0.4
Range	0.4
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.07752484125
Coefficient of variation (CV)	0.4104256301
Kurtosis	0.4444995508
Mean	0.1888888889
Median Absolute Deviation (MAD)	0
Skewness	0.1978852182
Sum	8.5
Variance	0.00601010101

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2	24	53.3%
0.1	12	26.7%
0.3	7	15.6%
0.4	1	2.2%
0	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	2.2%
0.1	12	26.7%
0.2	24	53.3%
0.3	7	15.6%
0.4	1	2.2%

Value	Count	Frequency (%)
0.4	1	2.2%
0.3	7	15.6%
0.2	24	53.3%
0.1	12	26.7%
0	1	2.2%

Anteil Tierschutzpartei
Real number (ℝ_≥0)

Distinct count	13
Unique (%)	28.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.031111111111111
Minimum	0.4
Maximum	2.0
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.4
5-th percentile	0.44
Q1	0.8
median	1
Q3	1.2
95-th percentile	1.6
Maximum	2
Range	1.6
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3716194426
Coefficient of variation (CV)	0.360406787
Kurtosis	-0.2422791734
Mean	1.031111111
Median Absolute Deviation (MAD)	0.2
Skewness	0.3408668394
Sum	46.4
Variance	0.1381010101

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.1	6	13.3%
1	6	13.3%
0.6	5	11.1%
0.8	5	11.1%
1.2	4	8.9%
1.6	4	8.9%
0.4	3	6.7%
0.7	3	6.7%
1.5	3	6.7%
1.3	2	4.4%
Other values (3)	4	8.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.4	3	6.7%
0.6	5	11.1%
0.7	3	6.7%
0.8	5	11.1%
0.9	2	4.4%

Value	Count	Frequency (%)
2	1	2.2%
1.6	4	8.9%
1.5	3	6.7%
1.4	1	2.2%
1.3	2	4.4%

Anteil V-Partei³
Real number (ℝ_≥0)

Distinct count	5
Unique (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2088888888888889
Minimum	0.1
Maximum	0.5
Zeros	0
Zeros (%)	0.0%
Memory size	360.0 B

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.2
median	0.2
Q3	0.2
95-th percentile	0.4
Maximum	0.5
Range	0.4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08744406582
Coefficient of variation (CV)	0.4186152087
Kurtosis	2.453348324
Mean	0.2088888889
Median Absolute Deviation (MAD)	0
Skewness	1.316017007
Sum	9.4
Variance	0.007646464646

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2	28	62.2%
0.1	9	20.0%
0.3	4	8.9%
0.4	3	6.7%
0.5	1	2.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	9	20.0%
0.2	28	62.2%
0.3	4	8.9%
0.4	3	6.7%
0.5	1	2.2%

Value	Count	Frequency (%)
0.5	1	2.2%
0.4	3	6.7%
0.3	4	8.9%
0.2	28	62.2%
0.1	9	20.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	Stadtteil	Anteil Bruttoarbeitsentgelt bis 2.000	Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000	Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000	Anteil Bruttoarbeitsentgelt über 5.000	Median Bruttoarbeitsentgelte	Stadtteilnummer	Anteil Wahlberechtigte ohne Sperrvermerk	Anteil Wähler	Anteil darunter Wähler mit Wahlschein	Anteil ungültige Stimmen	Anteil CDU	Anteil SPD	Anteil GRÜNE	Anteil DIE LINKE	Anteil AfD	Anteil FDP	Anteil PIRATEN	Anteil NPD	Anteil FREIE WÄHLER	Anteil Die PARTEI	Anteil MLPD	Anteil BGE	Anteil DKP	Anteil DM	Anteil ÖDP	Anteil Tierschutzpartei	Anteil V-Partei³
0	Altstadt	0.237559	0.398122	0.141784	0.222535	3270.0	1	73.2	74.8	34.4	0.4	26.3	17.6	14.6	13.0	8.3	15.2	0.5	0.4	0.4	1.9	0.0	0.3	0.0	0.2	0.3	0.8	0.2
1	Innenstadt	0.292273	0.387458	0.106383	0.213886	2932.0	2	71.6	67.6	40.0	0.8	26.0	15.3	15.0	13.7	7.8	16.9	0.7	0.3	0.2	2.0	0.1	0.1	0.0	0.4	0.2	0.7	0.4
2	Bahnhofsviertel	NaN	NaN	NaN	NaN	NaN	10	73.0	74.1	34.6	1.2	21.4	15.6	18.4	16.5	7.1	16.8	0.4	0.1	0.2	1.9	0.1	0.2	0.0	0.1	0.3	0.6	0.2
3	Westend-Süd	0.085496	0.238550	0.139122	0.536832	5247.0	4	62.8	84.8	42.0	0.4	31.6	11.9	13.6	6.7	6.2	27.9	0.1	0.0	0.1	0.6	0.0	0.2	0.0	0.1	0.2	0.4	0.2
4	Westend-Nord	0.153124	0.309922	0.149040	0.387913	4236.0	5	69.3	78.6	37.3	0.6	28.7	15.9	16.2	9.4	5.2	22.2	0.4	0.1	0.1	0.7	0.0	0.1	0.1	0.2	0.1	0.4	0.2
5	Nordend-West	0.121130	0.349552	0.158217	0.371101	4172.0	6	67.3	85.0	37.0	0.5	25.3	15.6	20.1	12.8	5.1	17.7	0.5	0.1	0.2	1.2	0.0	0.3	0.1	0.1	0.2	0.6	0.2
6	Nordend-Ost	0.136681	0.384579	0.163449	0.315291	3891.0	7	70.2	82.8	34.4	0.6	20.7	17.6	23.6	16.6	4.5	13.1	0.4	0.0	0.2	1.6	0.1	0.3	0.0	0.0	0.2	0.7	0.2
7	Ostend	0.182928	0.419667	0.149218	0.248187	3464.0	8	72.1	77.9	34.2	0.8	23.7	19.4	18.7	14.2	6.3	13.6	0.5	0.1	0.3	1.5	0.1	0.3	0.1	0.2	0.2	0.8	0.2
8	Bornheim	0.173533	0.467613	0.149449	0.209406	3341.0	9	74.5	78.1	31.2	0.9	22.2	21.4	18.3	16.1	6.8	10.9	0.4	0.1	0.4	1.5	0.1	0.4	0.1	0.1	0.2	1.0	0.2
9	Gutleutviertel	0.249580	0.376891	0.117227	0.256303	3190.0	10	73.0	74.1	34.6	1.2	21.4	15.6	18.4	16.5	7.1	16.8	0.4	0.1	0.2	1.9	0.1	0.2	0.0	0.1	0.3	0.6	0.2

Last rows

	Stadtteil	Anteil Bruttoarbeitsentgelt bis 2.000	Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000	Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000	Anteil Bruttoarbeitsentgelt über 5.000	Median Bruttoarbeitsentgelte	Stadtteilnummer	Anteil Wahlberechtigte ohne Sperrvermerk	Anteil Wähler	Anteil darunter Wähler mit Wahlschein	Anteil ungültige Stimmen	Anteil CDU	Anteil SPD	Anteil GRÜNE	Anteil DIE LINKE	Anteil AfD	Anteil FDP	Anteil PIRATEN	Anteil NPD	Anteil FREIE WÄHLER	Anteil Die PARTEI	Anteil MLPD	Anteil BGE	Anteil DKP	Anteil DM	Anteil ÖDP	Anteil Tierschutzpartei	Anteil V-Partei³
35	Sindlingen	0.283090	0.498351	0.127650	0.090909	2806.0	38	85.6	66.6	20.2	2.0	29.3	25.9	8.1	9.0	13.6	8.2	0.7	0.6	0.8	1.0	0.2	0.2	0.1	0.4	0.1	1.6	0.2
36	Zeilsheim	0.238559	0.467387	0.152432	0.141622	3073.0	39	84.7	67.2	21.4	1.8	31.1	24.3	7.8	8.2	14.5	8.9	0.5	0.3	0.6	1.0	0.0	0.2	0.0	0.6	0.0	1.6	0.1
37	Unterliederbach	0.237241	0.482483	0.129655	0.150621	2951.0	40	84.9	69.3	20.6	1.4	28.6	24.1	10.1	10.2	11.6	10.4	0.4	0.3	0.8	1.4	0.1	0.3	0.1	0.2	0.1	1.2	0.1
38	Sossenheim	0.285872	0.499032	0.105336	0.109759	2732.0	41	84.4	63.3	22.6	1.5	30.2	22.7	8.1	9.7	13.6	10.1	0.6	0.3	0.9	1.2	0.1	0.2	0.0	0.4	0.2	1.6	0.2
39	Nieder-Erlenbach	0.171454	0.380610	0.133752	0.314183	3758.0	42	75.0	84.7	28.6	0.9	36.1	17.0	12.9	7.5	9.0	14.3	0.3	0.1	0.4	0.6	0.1	0.0	0.0	0.1	0.3	1.2	0.1
40	Kalbach-Riedberg	0.145448	0.349151	0.158179	0.347222	4027.0	43	78.3	82.4	25.2	0.6	33.6	16.9	12.8	7.2	7.4	18.3	0.4	0.1	0.4	0.9	0.0	0.2	0.0	0.1	0.2	1.0	0.3
41	Harheim	0.165821	0.452623	0.141286	0.240271	3355.0	44	76.5	84.1	26.9	1.0	33.9	19.0	11.8	7.4	10.2	13.1	0.1	0.2	0.8	1.2	0.0	0.1	0.1	0.2	0.1	1.4	0.4
42	Nieder-Eschbach	0.243725	0.447072	0.116770	0.192434	3037.0	45	81.7	71.4	24.0	1.4	30.2	21.1	11.1	9.4	12.8	10.5	0.5	0.3	0.9	1.2	0.1	0.3	0.0	0.1	0.2	1.0	0.2
43	Bergen-Enkheim	0.189335	0.432445	0.136903	0.241317	3347.0	46	75.9	78.9	29.0	0.7	30.4	20.0	11.7	8.5	10.0	15.1	0.3	0.2	0.8	1.0	0.1	0.2	0.0	0.2	0.1	1.1	0.2
44	Frankfurter Berg	0.210418	0.462674	0.138228	0.188679	3106.0	47	81.0	73.1	25.0	1.3	28.8	22.0	11.9	10.8	11.2	10.7	0.6	0.3	0.8	1.2	0.1	0.2	0.0	0.2	0.1	0.8	0.3

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows